Periagoge
Course

AI Fundamentals: Foundations: Explore the core concepts that make AI work—from training data to pattern recognition to the real constraints that limit what these systems can achieve. By the end, you'll understand not just the terminology but the reasoning behind why AI systems behave the way they do.

Master the core concepts behind AI behavior and discover why these powerful systems have real limitations that matter to your daily life.

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Concepts in this course
Concept
AI Confidence Calibration: Reading Between the Lines
Concept
AI Confidence vs. AI Accuracy: A Critical Distinction
Concept
AI Feedback Loops: Coaching AI to Improve
Concept
AI Feedback Loops: Using Output to Improve Input
Concept
AI Handoff Notes: Preserving Context Between Sessions
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Hypatia
Daily Life & Decisions
Hypatia guides you through this course personally — adapting to your situation, not a script.